Publications

Stewart, J. (2021). Data-Driven Modeling and the Big Data Problems [Conference Presentation]. 10.2172/1888961

Schultz, P.A., Edwards, A.H., & Mounce, A.M. (2021). Toward predictive simulations of candidate color centers in wide band gap semiconductors [Conference Presentation]. 10.2172/1887043

Silling, S. (2021). Propagation of a Stress Pulse in a Heterogeneous Elastic Bar. Journal of Peridynamics and Nonlocal Modeling, 3(3), pp. 255-275. 10.1007/s42102-020-00048-5

Boyce, B.L., Garland, A., White, B.C., Jared, B.H., Conway, K., Adstedt, K., Dingreville, R., Robbins, J., Walsh, T., Alvis, T., Branch, B.A., Kaehr, B.J., Kunka, C., & Leathe, N.S. (2021). Multimode Metastructures: Novel Hybrid 3D Lattice Topologies. 10.2172/1819411

Pinar, A., Tarman, T.D., Swiler, L.P., Gearhart, J.L., Hart, D., Vugrin, E., Cruz, G.J., Arguello, B., Geraci, G., Debusschere, B., Hanson, S.T., Outkin, A.V., Thorpe, J.E., Hart, W.E., Sahakian, M.A., Gabert, K.G., Glatter, C., Johnson, E.S., & Punla-Green, S. (2021). Science and Engineering of Cybersecurity by Uncertainty quantification and Rigorous Experimentation (SECURE) (Final Report). 10.2172/1821322

Gilman, K., & Phipps, E.T. (2021). Majorize-Minimize Algorithms for Streaming Generalized Canonical Polyadic Tensor Decompositions [Presentation]. https://www.osti.gov/biblio/1888690

Rodriguez, J., Parker, R., Laird, C., Nicholson, B.L., Siirola, J.D., & Bynum, M.L. (2021). Scalable Parallel Nonlinear Optimization with PyNumero and Parapint. Optimization Online Repository. https://www.osti.gov/biblio/1834337

Kononov, A., Hentschel, T., Baczewski, A.D., & Hansen, S.B. (2021). Bound-bound features in x-ray Thomson scattering signals [Conference Presentation]. 10.2172/1888416

Swiler, L.P., Becker, D., Brooks, D.M., Govaerts, J., Koskinen, L., Plischke, E., Rohlig, K., Saveleva, E., Spiessl, S.M., Stein, E., & Svitelman, V. (2021). Sensitivity Analysis Comparisons on Geologic Case Studies: An International Collaboration. 10.2172/1822591

Arguello, B., Gearhart, J.L., Johnson, E.S., Phillips, C.A., Dey, S., & Eckstein, J. (2021). Trilevel Programming for Network Segmentation of Power System Cyber-Physical System [Conference Presentation]. 10.2172/1890371

Jakeman, J.D., Kouri, D.P., & Huerta, J.G. (2021). Surrogate Modeling For Efficiently, Accurately and Conservatively Estimating Measures of Risk [Conference Presentation]. 10.2172/1889571

Garg, R., Qin, E., Martinez, F.M., Guirado, R., Jain, A., Abadal, S., Abellan, J.L., Acacio, M.E., Alarcon, E., Rajamanickam, S., & Krishna, T. (2021). Understanding the Design Space of Sparse/Dense Multiphase Dataflows for Mapping Graph Neural Networks on Spatial Accelerators. 10.2172/1821960

Aimone, J.B., & Safonov, A. (2021). Mapping Stochastic Devices to Probabilistic Algorithms. 10.2172/1821523

Hart, J.L., & van Bloemen Waanders, B. (2021). Hyper-differential sensitivity analysis for model form error [Conference Presentation]. 10.2172/1890383

Trott, C.R. (2021). Kokkos: An Overview [Presentation]. https://www.osti.gov/biblio/1888461

Baczewski, A.D., Kononov, A., Hentschel, T., & Hansen, S.B. (2021). Electronic stopping in warm dense matter using Ehrenfest dynamics and time-dependent density functional theory [Conference Poster]. 10.2172/1888720

Morrow, Z.B., van Bloemen Waanders, B., & Jakeman, J.D. (2021). Characterizing Approximation Methods for Digital Twins in Scientific Computing [Conference Presentation]. 10.2172/1889008

White, R.D., Jakeman, J.D., van Bloemen Waanders, B., Kouri, D.P., & Alexanderian, A. (2021). Exploring risk-averse design criteria for sequential optimal experimental design in a Bayesian setting [Conference Presentation]. 10.2172/1888463

Thorpe, J.E., Musuvathy, S.S., Verzi, S.J., Vugrin, E., Dykstra, M., & Sahakian, M.A. (2021). GAMVT: A Generative Algorithm for MultiVariate Timeseries Data [Conference Paper]. https://www.osti.gov/biblio/1886761

Trask, N.A. (2021). Discovery of structure-preserving finite element spaces for multiscale [Conference Presentation]. 10.2172/1889342

Acer, S., Boman, E.G., Glusa, C., & Rajamanickam, S. (2021). Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems [Conference Presentation]. Parallel Computing. 10.2172/1853867

Parks, M.L. (2021). On Neumann-type Boundary Conditions for Nonlocal Models [Conference Presentation]. 10.2172/1889347

Trask, N.A., D'Elia, M., Littlewood, D.J., Silling, S., Trageser, J., & Tupek, M.R. (2021). ASCEND: Asymptotically compatible strong form foundations for nonlocal discretization. 10.2172/1820006

He, Q., & Perego, M. (2021). Modeling land ice with deep operator networks [Conference Presentation]. 10.2172/1888409

Blume-Kohout, R. (2021). Whither QCVV [Presentation]. https://www.osti.gov/biblio/1888713